Overview
Covalen, part of Cpl, has partnered with a global technology leader for over a decade, delivering a governance-led model to manage platform integrity, trust and safety, and AI data operations at scale. The partnership spans 40+ languages and 49 markets, combining specialist operations, quality assurance and AI workflow support into a single, unified framework.
Background
Operating 24/7 across a complex global ecosystem, the client needed to manage high volumes of sensitive content while meeting strict and evolving regulatory requirements. The growth of generative AI intensified these demands further, requiring high-quality data, stronger oversight and rapid capability expansion, all without compromising platform stability or planned product releases.
Challenge
Sustaining safe, consistent operations at this scale introduced several pressures at once:
- Extreme content volume: Millions of reports and cases requiring efficient, accurate triage every month
- Demand volatility: Sudden surges driven by global events, demanding context-aware, rapid decision-making
- Regulatory complexity: Multiple jurisdictions with differing legal requirements, all needing consistent, auditable decisions
- Fragmented governance: Limited visibility and slower decision-making, creating risk around consistency and compliance across teams, languages and regions
- Expanding AI operations at pace, without compromising stability or existing product commitments
